Frontiers in Educational Research, 2025, 8(10); doi: 10.25236/FER.2025.081032.
Jiangyi Lv1, Cherry Jiang2, Nan Wang1
1Auto. College, Beijing Polytechnic University, Beijing, China
2Teachers College, Columbia University, New York, USA
This Paper is mainly the analysis of data on the establishment of Vocational Education Bachelor's Degree Programs and research on employment orientation. Vocational education in undergraduate colleges and universities is an important part of the national modern education system. A new thing in the field of modern vocational education, and is currently in a critical of getting started. We aim for comprehensive literacy in training goals, reinforcing the integration of industry and education within professional contexts, and fostering organizational innovation in governance capabilities. To achieve self-adaptive transformation, we must adhere to the core principles of vocational education, balancing value rationality with instrumental rationality. Entropy Power method is a method that uses information entropy theory to calculate. This Gaussian Mixture Model Big Data Analysis and cluster Research on Vocational Education Professional Setting and Artificial Intelligence Career Orientation just Based on Entropy Power Method.
Vocational Education, Cluster Research, Big Data Analysis, Artificial Intelligence, Gaussian Mixture Model
Jiangyi Lv, Cherry Jiang, Nan Wang. Big Data Analysis and Cluster Research on Vocational Professional Setting and Artificial Intelligence Career Based on Gaussian Mixture Model. Frontiers in Educational Research (2025), Vol. 8, Issue 10: 219-223. https://doi.org/10.25236/FER.2025.081032.
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